What is statistical analysis?

Statistical analysis is the process of collecting and organizing data in order to observe patterns in that data. This discipline examines numerical data for trends, and it has practical applications across multiple industries and business sectors. Statistical analysts can examine large or small amounts of data to determine what the data shows—and what should be done with that information. The business world has relied on statistical analysis for years, but the advent of computer technology has made analyzing large amounts of data increasingly easy. Computers allow statisticians to analyze copious amounts of data and look for more specific patterns and trends than ever before.

Why is statistical analysis important?

Statistical analysis is important because it helps you make sense—and make use—of data. No matter what industry you work in, you see data every day. You may not know how to interpret the data, or there may just be too much data to understand on its own merits. Using statistical analysis can help you interpret key patterns in your data and sort out extraneous information to understand what the data means and what you should do about it. If you have a background in statistical analysis, you can also test or disprove any analysis that you receive from someone else as well.

What are typical careers that use statistical analysis?

A thorough knowledge of statistical analysis can help you find a career in the financial sector, information technology, or other areas of the business world. You can find jobs giving businesses advice on how to invest or how to manage their money more efficiently, or you can consult with companies on how to budget for large projects. Market research jobs rely on statistical analysis skills, while software engineers analyze data to develop and test new and updated applications. Data scientists work with various organizations to help them identify patterns and trends in their field of business.

How can online courses on Coursera help me learn statistical analysis?

From courses that introduce you to the basics of statistical analysis to more specific topics like hypothesis testing, data analysis in the health care industry, or risk management, you can gain a confident base of knowledge from online courses on Coursera. Specific topics you can discover include using logistic regression in R, survival analysis in R, bias and validity in epidemiology, statistics with Python, and data analytics.

What are the benefits of taking an online Statistical Analysis course?

Online Statistical Analysis courses offer a convenient and flexible way to enhance your knowledge or learn new Statistical Analysis skills. Choose from a wide range of Statistical Analysis courses offered by top universities and industry leaders tailored to various skill levels.

What Statistical Analysis courses are best for training and upskilling employees or the workforce?

When looking to enhance your workforce's skills in Statistical Analysis, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here .

Top Statistical Analysis Courses - Learn Statistical Analysis Online

Explore the Statistical Analysis Course Catalog

Indian School of Business
Certificate in Strategic Leadership
Skills you'll gain: Business Strategy, Crisis Management, Strategic Leadership, Professional Development, Business Leadership, Growth Strategies, Business Modeling, Leadership Development, Leadership, Leadership and Management, Competitive Analysis, Stakeholder Communications, Team Leadership, Business Ethics, Strategic Decision-Making, Business Development, Value Propositions, Market Analysis, Market Dynamics, Mergers & Acquisitions
University Certificate · 6 - 12 Months
Universidad de los Andes
Maestría en Ingeniería de Software
Skills you'll gain: User Story, Process Analysis, Maintainability, Test Automation, Angular, Android Jetpack, Cloud-Native Computing, Dashboard, Design Thinking, Site Reliability Engineering, Cloud Development, API Design, Project Risk Management, Internet Of Things, Sprint Planning, User Experience Design, Microservices, Machine Learning, Security Requirements Analysis, Usability
Earn a degree
Degree · 1 - 4 Years
Google Cloud
Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Deutsch
Skills you'll gain: MLOps (Machine Learning Operations), Generative AI, Continuous Monitoring, Predictive Modeling, Google Cloud Platform, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Natural Language Processing
Intermediate · Course · 1 - 4 Weeks
S.P. Jain Institute of Management and Research
Post Graduate Diploma in Management Online
Skills you'll gain: Mergers & Acquisitions, Working Capital, Design Thinking, Operations Management, Business Valuation, Manufacturing Operations, Financial Statement Analysis, Business Strategy, Supply Chain Management, Consumer Behaviour, Persuasive Communication, Organizational Leadership, Integrated Marketing Communications, Organizational Change, Change Management, Technical Consulting, Marketing Management, Business Analytics, Business Ethics, Emotional Intelligence
Earn a degree
Degree · 1 - 4 Years
Dartmouth College
Digital Transformation Certificate
Skills you'll gain: Predictive Analytics, Digital Transformation, Product Design, Predictive Modeling, Product Development, Business Transformation, New Product Development, Organizational Change, Data Strategy, Advanced Analytics, Design Thinking, Analytics, Agile Methodology, User Experience Design, Usability, Business Analytics, Innovation, Prototyping, Forecasting, Data-Driven Decision-Making
University Certificate · 6 - 12 Months
University of North Texas
Bachelor of Science in General Business
Skills you'll gain: Operations Management, Compensation and Benefits, Integrated Marketing Communications, Organizational Change, Event Management, Grammar, Leadership Studies, Sales Process, Negotiation, Data Mining, Design Thinking, Regression Analysis, Public Policies, Global Marketing, Cultural Diversity, Business Mathematics, Social Justice, Social Media Strategy, Sociology, Life Sciences
Earn a degree
Degree · 1 - 4 Years
University of North Texas
Bachelor of Applied Arts and Sciences
Skills you'll gain: Operations Management, Exploratory Data Analysis, Change Management, Business Writing, Compensation and Benefits, Integrated Marketing Communications, Apache Hadoop, Consumer Behaviour, Organizational Change, Stakeholder Management, Event Management, Grammar, Social Media Strategy, Business Ethics, Leadership Studies, Sales Process, Diversity Awareness, Conflict Management, Research, Negotiation
Earn a degree
Degree · 1 - 4 Years
University of Illinois at Urbana-Champaign
Master of Science in Accounting
Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Extract, Transform, Load, Financial Auditing, Descriptive Statistics, Process Improvement, Marketing Analytics, Financial Market, Strategic Decision-Making, Corporate Tax, Global Marketing
Earn a degree
Degree · 1 - 4 Years
University of Illinois at Urbana-Champaign
Accounting Foundations Graduate Certificate
Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Extract, Transform, Load, Financial Auditing, Descriptive Statistics, Process Improvement, Marketing Analytics, Financial Market, Strategic Decision-Making, Corporate Tax, Global Marketing
Credit offered
Graduate Certificate · 6 - 12 Months
HEC Paris
Innovation Management and Entrepreneurship University Certificate
Skills you'll gain: New Product Development, Social Media Strategy, Product Development, Business Strategy, Ideation, Entrepreneurship, Business Operations, Social Media Marketing, Retail Store Operations, Stakeholder Engagement, Social Media, Content Marketing, Operations Management, Social Media Management, Forecasting, Project Controls, Lean Methodologies, Supply Chain Management, Competitive Analysis, Innovation
University Certificate · 6 - 12 Months
University of Illinois at Urbana-Champaign
Graduate Certificate in Strategic Leadership & Management
Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Extract, Transform, Load, Financial Auditing, Descriptive Statistics, Process Improvement, Marketing Analytics, Financial Market, Strategic Decision-Making, Corporate Tax, Global Marketing
Credit offered
Graduate Certificate · 6 - 12 Months
University of Illinois at Urbana-Champaign
Mergers & Acquisitions Graduate Certificate
Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Extract, Transform, Load, Financial Auditing, Descriptive Statistics, Process Improvement, Marketing Analytics, Financial Market, Strategic Decision-Making, Corporate Tax, Global Marketing
Credit offered
Graduate Certificate · 6 - 12 Months